In the evolving landscape of software development, Large Language Models...
Real world arrays often contain underlying structure, such as sparsity, ...
This paper shows how to generate efficient tensor algebra code that comp...
While loop reordering and fusion can make big impacts on the constant-fa...
This document describes an attempt to develop a compiler-based approach ...
Enabling compilers to automatically optimize code has been a longstandin...
The performance of graph programs depends highly on the algorithm, the s...
We present a new algorithm for transposing sparse tensors called Quesadi...
In this paper, we demonstrate a compiler that can optimize sparse and
re...
This paper shows how to generate code that efficiently converts sparse
t...
We address the problem of optimizing mixed sparse and dense tensor algeb...
Many graph problems can be solved using ordered parallel graph algorithm...
Many graph problems can be solved using ordered parallel graph algorithm...
Modern microprocessors are equipped with Single Instruction Multiple Dat...
Statically estimating the number of processor clock cycles it takes to
e...
Modern out-of-order processors have increased capacity to exploit instru...
The performance bottlenecks of graph applications depend not only on the...
This paper introduces Tiramisu, a polyhedral framework designed to gener...
This paper introduces Tiramisu, an optimization framework designed to
ge...
Modern microprocessors are equipped with single instruction multiple dat...
This paper shows how to build a sparse tensor algebra compiler that is
a...
This paper shows how to build a sparse tensor algebra compiler that is
a...
In this position paper, we describe our vision of the future of machine
...
In this position paper, we describe our vision of the future of machine-...
This paper shows how to optimize sparse tensor algebraic expressions by
...
Recent advances in compiler theory describe how to compile sparse tensor...
High-performance DSL developers work hard to take advantage of modern
ha...
Data analytics applications combine multiple functions from different
li...